Shiguang Shan

INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs ACL 2026 LensWalk: Agentic Video Understanding by Planning How You See in Videos CVPR 2026 Revisiting Visual Corruptions in LVLMs: A Shape-Texture Perspective on Model Failures CVPR 2026 UniPercept: A Unified Diffusion Model for Generalizable Visual Perception CVPR 2026 V-Attack: Targeting Disentangled Value Features for Controllable Adversarial Attacks on LVLMs CVPR 2026 Autoregressive Video Generation without Vector Quantization ICLR 2025 Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025 CogCM: Cognition-Inspired Contextual Modeling for Audio-Visual Speech Enhancement ICCV 2025 CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation ICLR 2025 Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs ICLR 2025 EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025 Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media EMNLP 2025 Face Forgery Video Detection via Temporal Forgery Cue Unraveling CVPR 2025 Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025 G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion ICCV 2025 HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding ICCV 2025 MATS: An Audio Language Model under Text-only Supervision ICML 2025 Not Only Vision: Evolve Visual Speech Recognition via Peripheral Information ICCV 2025 Precise Integral in NeRFs: Overcoming the Approximation Errors of Numerical Quadrature WACV 2025 UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025 An Information Theoretical View for Out-Of-Distribution Detection ECCV 2024 A Simple Romance Between Multi-Exit Vision Transformer and Token Reduction ICLR 2024 Deep Subdomain Alignment for Cross-Domain Image Classification WACV 2024 ES3: Evolving Self-Supervised Learning of Robust Audio-Visual Speech Representations CVPR 2024 HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention CVPR 2024 M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation NeurIPS 2024 PreLAR: World Model Pre-training with Learnable Action Representation ECCV 2024 Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing ICLR 2024 Shape-Biased CNNs Are Not Always Superior in Out-of-Distribution Robustness WACV 2024 T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models ECCV 2024 Tokenize Anything via Prompting ECCV 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NeurIPS 2024 Video Harmonization with Triplet Spatio-Temporal Variation Patterns CVPR 2024 DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization ICCV 2023 DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023 Diversity-Measurable Anomaly Detection CVPR 2023 Function-Consistent Feature Distillation ICLR 2023 Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation NeurIPS 2023 Holistic Label Correction for Noisy Multi-Label Classification ICCV 2023 Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023 Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NeurIPS 2023 Adaptive Image Transformations for Transfer-Based Adversarial Attack ECCV 2022 Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022 Enhancing Face Recognition With Self-Supervised 3D Reconstruction CVPR 2022 GAN with Multivariate Disentangling for Controllable Hair Editing ECCV 2022 Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework ECCV 2022 Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks IJCAI 2022 Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation WACV 2022 Optimal Positive Generation via Latent Transformation for Contrastive Learning NeurIPS 2022 Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion AAAI 2022 BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification CVPR 2021 Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021 EigenGAN: Layer-Wise Eigen-Learning for GANs ICCV 2021 Meta Gradient Adversarial Attack ICCV 2021 Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning CVPR 2020 Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval WACV 2020 Deep Position-Aware Hashing for Semantic Continuous Image Retrieval WACV 2020 Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text CVPR 2020 Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2020 Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020 Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation ECCV 2020 TCTS: A Task-Consistent Two-Stage Framework for Person Search CVPR 2020 Temporal Complementary Learning for Video Person Re-Identification ECCV 2020 Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization CVPR 2020 Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling ECCV 2020 Cross Attention Network for Few-shot Classification NeurIPS 2019 Exploring Context and Visual Pattern of Relationship for Scene Graph Generation CVPR 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Interaction-And-Aggregation Network for Person Re-Identification CVPR 2019 Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection CVPR 2019 Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition NeurIPS 2019 S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Individuals ICCV 2019 Self-Supervised Representation Learning From Videos for Facial Action Unit Detection CVPR 2019 Temporal Knowledge Propagation for Image-to-Video Person Re-Identification ICCV 2019 Transferable Contrastive Network for Generalized Zero-Shot Learning ICCV 2019 VRSTC: Occlusion-Free Video Person Re-Identification CVPR 2019 Weakly Supervised Image Classification Through Noise Regularization CVPR 2019 Weakly Supervised Object Detection With Segmentation Collaboration ICCV 2019 Duplex Generative Adversarial Network for Unsupervised Domain Adaptation CVPR 2018 Face Recognition with Contrastive Convolution ECCV 2018 Facial Expression Recognition with Inconsistently Annotated Datasets ECCV 2018 Generative Adversarial Network with Spatial Attention for Face Attribute Editing ECCV 2018 Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV 2018 Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition ECCV 2018 Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018 Real-Time Rotation-Invariant Face Detection With Progressive Calibration Networks CVPR 2018 Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV 2018 Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR 2018 Discriminative Covariance Oriented Representation Learning for Face Recognition With Image Sets CVPR 2017 Learning Discriminative Latent Attributes for Zero-Shot Classification ICCV 2017 Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks CVPR 2017 Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition ICCV 2017 Deep Supervised Hashing for Fast Image Retrieval CVPR 2016 Multi-View Deep Network for Cross-View Classification CVPR 2016 Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders CVPR 2016 A Unified Multiplicative Framework for Attribute Learning ICCV 2015 Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation ICCV 2015 Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets CVPR 2015 Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold CVPR 2015 Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network ICCV 2015 Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification ICML 2015 Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition CVPR 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015 Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction ICCV 2015 Adaptive Partial Differential Equation Learning for Visual Saliency Detection CVPR 2014 Generalized Unsupervised Manifold Alignment NeurIPS 2014 Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification CVPR 2014 Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition CVPR 2014 Self-Paced Learning with Diversity NeurIPS 2014 Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses CVPR 2014 Cascaded Shape Space Pruning for Robust Facial Landmark Detection ICCV 2013 Coupling Alignments with Recognition for Still-to-Video Face Recognition ICCV 2013 Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild CVPR 2013